Rodrigo Soldon/FlickrWhether they boast a stellar view, excellent weather, or proximity to top shopping and dining, for years certain streets around the world have consistently attracted the globe's wealthiest people.

As part of their recent Billionaire Census, international wealth intelligence firm Wealth-X evaluated average property prices to find the most expensive streets in the world.

According to their census, the world's billionaires hold an average of $78 million worth of real estate. Keep reading to see the streets they choose to call home.

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#10 Avenue Montaigne, Paris

This upscale street in the Champs-Elysees quarter is considered one of the world's top avenues for high fashion — Harry Winston, Christian Dior, and Salvatore Ferragamo all have locations here —but it's also one of the most exclusive residential neighborhoods on the globe.

Average price per square meter: $26,000

Who lives here: Marlene Dietrich (before her death in 1992), Canadian Embassy

#9 Fifth Avenue, New York

Fifth Avenue, especially the homes that front Central Park between 59th and 96th Streets, has long been a destination for the rich and famous. It's also home to every designer boutique imaginable and the Empire State Building, the Rockefeller Center, and, of course, the Saks Fifth Avenue flagship.

#8 Ostozhenka, Moscow

This street in downtown Moscow is at the center of Russian history, dining, and luxury living. A five-level apartment on Ostozhenka Street once sold for $48 million, the most expensive exchange on this trendy avenue.

#7 Romazzino Hill, Sardinia

Ronald Wittek/AP Images

Romazzino Hill and its surrounding neighborhood have been a playground for billionaires since the 1960s. In 2012, Italian industrialist Carlo de Benedetti sold his Villa Rocky Ram for a cool $148 million.

#6 Chemin de Ruth, Geneva

Many of the mansions on this stone street have swimming pools, landscaped gardens, and stunning views of the nearby Lake Geneva and United Nations buildings. Five properties on Chemin de Ruth sold for more than $13 million between 2008 and 2010.

Average price per square meter: $37,000

Who lives here: the Peugeot family, former French tennis player Henri Leconte, former French alpine skier Jean-Claude Killy

#5 Paterson Hill, Singapore

Paterson Hill is a calm residential cul-de-sac close to the Orchard Road Shopping Belt, known for its designer stores and Michelin-starred restaurants. The most expensive apartment building on this glitzy street is the Marq, which has a unit designed entirely by Hermes.

#4 Boulevard du Général de Gaulle, Cap Ferrat, France

Eric Gaillard/REUTERS

Situated along the Mediterranean Côte d'Azur, the exclusive Cap Ferrat peninsula is the world's most expensive non-urban location. This street in particular is home to a number of sprawling beachfront villas.

#3 Avenue Princess Grace, Monaco

Monaco fills up with billionaires during the F1 Grand Prix each May, but many wealthy people live here year-round. The Avenue Princess Grace runs along the waterfront and is the most exclusive street in Monaco. The Tour Odeon, a 550-foot luxury apartment building currently under construction on this street, will be the principality's tallest building when it's completed next year.

#2 Kensington Palace Gardens, London

Though its most famous residents may be Will and Kate, this quiet tree-lined street is also where many embassies are located, including those from France, Russia, and Japan. It's known as London's "billionaires' row" for a reason.

#1 Pollock's Path, The Peak, Hong Kong

Located on the top of a mountain that has historically been a haven for Hong Kong's wealthiest, the world's most expensive street boasts stunning views of the skyline and harbor. Hong Kong real estate records were shattered in 2011 when an apartment at the Sky High complex (10-18 Pollock's Path) sold for $103 million.